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. 2024 Dec 12;24(24):7949. doi: 10.3390/s24247949

Figure 8.

Figure 8

Resource contention analysis in database cluster: (a) Resource utilization patterns across nodes; (b) Cross-component correlation matrix; (c) Performance impact visualization. High correlation areas (in darker color) indicate potential resource contention points.